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import os
import re
import random
from http import HTTPStatus
from typing import Dict, List, Optional, Tuple
import base64
import anthropic
from functools import partial
import gradio as gr
import modelscope_studio.components.base as ms
import modelscope_studio.components.legacy as legacy
import modelscope_studio.components.antd as antd
from config import DEMO_LIST, SystemPrompt
def get_image_base64(image_path):
with open(image_path, "rb") as image_file:
encoded_string = base64.b64encode(image_file.read()).decode()
return encoded_string
YOUR_API_TOKEN = os.getenv('ANTHROPIC_API_KEY')
client = anthropic.Anthropic(api_key=YOUR_API_TOKEN)
class Role:
SYSTEM = "system"
USER = "user"
ASSISTANT = "assistant"
History = List[Tuple[str, str]]
Messages = List[Dict[str, str]]
def history_to_messages(history: History, system: str) -> Messages:
messages = [{'role': Role.SYSTEM, 'content': system}]
for h in history:
messages.append({'role': Role.USER, 'content': h[0]})
messages.append({'role': Role.ASSISTANT, 'content': h[1]})
return messages
def messages_to_history(messages: Messages) -> History:
assert messages[0]['role'] == Role.SYSTEM
history = []
for q, r in zip(messages[1::2], messages[2::2]):
history.append([q['content'], r['content']])
return history
def remove_code_block(text):
pattern = r'```html\n(.+?)\n```'
match = re.search(pattern, text, re.DOTALL)
if match:
return match.group(1).strip()
else:
return text.strip()
def history_render(history: History):
return gr.update(open=True), history
def clear_history():
return []
def send_to_sandbox(code):
encoded_html = base64.b64encode(code.encode('utf-8')).decode('utf-8')
data_uri = f"data:text/html;charset=utf-8;base64,{encoded_html}"
return f"<iframe src=\"{data_uri}\" width=\"100%\" height=\"920px\"></iframe>"
with gr.Blocks(css_paths="app.css") as demo:
history = gr.State([])
setting = gr.State({
"system": SystemPrompt,
})
def generation_code(query: Optional[str], _setting: Dict[str, str], _history: Optional[History]):
if not query or query.strip() == '':
query = random.choice(DEMO_LIST)['description'] # ๋น ์ฟผ๋ฆฌ์ผ ๊ฒฝ์ฐ ๋๋ค ์์ ์ฌ์ฉ
if _history is None:
_history = []
messages = history_to_messages(_history, _setting['system'])
system_message = messages[0]['content']
claude_messages = [
{"role": msg["role"] if msg["role"] != "system" else "user", "content": msg["content"]}
for msg in messages[1:] + [{'role': Role.USER, 'content': query}]
if msg["content"].strip() != '' # ๋น ๋ฉ์์ง ํํฐ๋ง
]
try:
yield [
"Generating code...",
_history,
None,
gr.update(active_key="loading"),
gr.update(open=True)
]
with client.messages.stream(
model="claude-3-5-sonnet-20241022",
max_tokens=7800,
system=system_message,
messages=claude_messages
) as stream:
collected_content = ""
for chunk in stream:
if chunk.type == "content_block_delta":
delta = chunk.delta.text
collected_content += delta
yield [
collected_content,
_history,
None,
gr.update(active_key="loading"),
gr.update(open=True)
]
_history = messages_to_history([
{'role': Role.SYSTEM, 'content': system_message}
] + claude_messages + [{
'role': Role.ASSISTANT,
'content': collected_content
}])
yield [
collected_content,
_history,
send_to_sandbox(remove_code_block(collected_content)),
gr.update(active_key="render"),
gr.update(open=True)
]
except Exception as e:
print(f"Error details: {str(e)}") # ๋๋ฒ๊น
์ ์ํ ์๋ฌ ์ถ๋ ฅ
raise ValueError(f'Error calling Claude API: {str(e)}')
with ms.Application() as app:
with antd.ConfigProvider():
# ๋ฉ์ธ ์ปจํ
์ธ ๋ฅผ ์ํ Row
with antd.Row(gutter=[32, 12]) as layout:
# ์ข์ธก ํจ๋
with antd.Col(span=24, md=8):
with antd.Flex(vertical=True, gap="middle", wrap=True):
header = gr.HTML(f"""
<div class="left_header">
<img src="data:image/gif;base64,{get_image_base64('mouse.gif')}" width="360px" />
<h1 style="font-size: 18px;">๊ณ ์์ด๋ ๋ฐ๋ก ์ฝ๋ฉํ๋ 'MOUSE-I'</h2>
<h1 style="font-size: 10px;">์
๋ ฅ์์ด 'Send' ๋ฒํผ ํด๋ฆญ์ ๋๋คํ ์์ ์ฝ๋ ์์ฑ. ์์ฑ๋ ์ฝ๋๋ง ํ๋กฌํํธ์ ๋ถ์ฌ๋ฃ๊ณ 'Code ์คํ' ๋ฒํผ ํด๋ฆญ์ ํ๋ฉด์ ์ฆ์ ์๋น์ค๊ฐ ์คํ. ๋ฌธ์: [email protected] </h2>
</div>
""")
input = antd.InputTextarea(
size="large",
allow_clear=True,
placeholder=random.choice(DEMO_LIST)['description']
)
# ๋ฒํผ๋ค์ ๊ฐ๋ก๋ก ๋ฐฐ์นํ๊ธฐ ์ํ Flex ์ปจํ
์ด๋
with antd.Flex(gap="small", justify="space-between"):
btn = antd.Button("Send", type="primary", size="large")
execute_btn = antd.Button("Code ์คํ", type="default", size="large")
clear_btn = antd.Button("Clear", type="default", size="large")
# Examples ๋ฒํผ๋ค ์ถ๊ฐ
antd.Divider("Try these examples")
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ
example_btn0 = antd.Button(
"MBTI ์ง๋จ ์๋น์ค",
type="default",
block=True,
size="large"
)
example_btn0.click(
fn=lambda: "MBTI ์ง๋จ์ ์ํด 15๊ฐ์ ์ง๋ฌธ๊ณผ ๊ฐ๊ด์ ๋ต๋ณ์ ํตํด MBTI ์ง๋จ ๊ฒฐ๊ณผ ๋ฐ ํด๋น ์ฑ๊ฒฉ์ ๋ํ ์์ธํ ๊ฒฐ๊ณผ๋ฅผ ์ถ๋ ฅํ๋ผ",
inputs=[],
outputs=[input]
)
# ์ฒซ ๋ฒ์งธ ์์ ๋ฒํผ
example_btn1 = antd.Button(
"๋ค์ด๋๋ฏน ์ฐจํธ ๋์ฌ๋ณด๋",
type="default",
block=True,
size="large"
)
example_btn1.click(
fn=lambda: "Create an interactive dashboard with Chart.js showing different types of charts (line, bar, pie) with smooth animations. Include buttons to switch between different data views.",
inputs=[],
outputs=[input]
)
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ
example_btn2 = antd.Button(
"[๊ฒ์] ์นด๋ ๊ธฐ์ต๋ ฅ",
type="default",
block=True,
size="large"
)
example_btn2.click(
fn=lambda: "Create a classic memory matching card game with flip animations. Include a scoring system, timer, and difficulty levels. Add satisfying match/mismatch animations and sound effects using Web Audio API.",
inputs=[],
outputs=[input]
)
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ
example_btn3 = antd.Button(
"ํ๋ก์นด๋ ์ด์",
type="default",
block=True,
size="large"
)
example_btn3.click(
fn=lambda: "ํ๋ก์นด๋ ์ด์ธ๋ฅผ ์ ์น๋๊ฒ์ ์์ฑํ๋ผ. ์์ฃผ ์์ธํ๊ณ ์ ๋ฌธ์ ์ด๋ฉด์ ์ฝ๊ณ ๊ธธ๊ฒ ๋ต๋ณํ๋ผ. ๋ชจ๋ ๋ต๋ณ๊ณผ ์ค๋ช
์ ํ๊ธ๋ก ํ๋ผ",
inputs=[],
outputs=[input]
)
# ๋ ๋ฒ์งธ ์์ ๋ฒํผ
example_btn4 = antd.Button(
"[๊ฒ์] ํ
ํธ๋ฆฌ์ค",
type="default",
block=True,
size="large"
)
example_btn4.click(
fn=lambda: "Classic Tetris Game: Start๊ณผ ReStart ๋ฒํผ๊ณผ ๊ธฐ๋ฅ ์ ์ฉ, Game Over(๋ง๋๊ฐ ๊ฐ์ฅ ์๋จ๊น์ง ๋์ ํด์ ์์์๋), ๋ง๋๊ฐ ํ์ค ๊ฐ๋ ์ฑ์์ก์๋ ํ์ค์ด ์ญ์ , ๋จ์ด์ง ๋ง๋๋ ์ฌ๋ผ์ง์ง ์๊ณ ๋ฐ๋์ ๋์ ํด์ ์์๊ฒ. ๋ง๋ ์ฐ์ธก/์ข์ธก/๋ด๋ฆฌ๊ธฐ(space)/๋ง๋์ ์์ฒด ๋ชจ์๋ง ๋ฐ๊ฟ(up) ๋ฒํผ ์ง์, ๋๋จธ์ง๋ Tetris ๊ธฐ๋ณธ ๊ท์น์ ๋ฐ๋ฆ",
inputs=[],
outputs=[input]
)
example_btn5 = antd.Button(
"ํ
์คํธ๋ก ์์ฑ ์์ฑ ๋ฐ ์กฐ์ ",
type="default",
block=True,
size="large"
)
example_btn5.click(
fn=lambda: "ํ
์คํธ๋ฅผ ์์ฑ์ผ๋ก ๋ณํํ๊ณ , ์์ฑ ํ๋ผ๋ฏธํฐ๋ฅผ ์ค์๊ฐ์ผ๋ก ์กฐ์ ํ ์ ์๋ ์ธํฐํ์ด์ค๋ฅผ ์ ๊ณตํ์ธ์.",
inputs=[],
outputs=[input]
)
# Drawer ์ปดํฌ๋ํธ๋ค
with antd.Drawer(open=False, title="code", placement="left", width="750px") as code_drawer:
code_output = legacy.Markdown()
with antd.Drawer(open=False, title="history", placement="left", width="900px") as history_drawer:
history_output = legacy.Chatbot(show_label=False, flushing=False, height=960, elem_classes="history_chatbot")
# ์ฐ์ธก ํจ๋
with antd.Col(span=24, md=16):
with ms.Div(elem_classes="right_panel"):
with antd.Flex(gap="small", elem_classes="setting-buttons"):
codeBtn = antd.Button("๐งโ๐ป view code", type="default")
historyBtn = antd.Button("๐ history", type="default")
gr.HTML('<div class="render_header"><span class="header_btn"></span><span class="header_btn"></span><span class="header_btn"></span></div>')
with antd.Tabs(active_key="empty", render_tab_bar="() => null") as state_tab:
with antd.Tabs.Item(key="empty"):
empty = antd.Empty(description="empty input", elem_classes="right_content")
with antd.Tabs.Item(key="loading"):
loading = antd.Spin(True, tip="coding...", size="large", elem_classes="right_content")
with antd.Tabs.Item(key="render"):
sandbox = gr.HTML(elem_classes="html_content")
# Code ์คํ ๋ฒํผ ์ด๋ฒคํธ ํธ๋ค๋ฌ
def execute_code(query: str):
if not query or query.strip() == '':
return None, gr.update(active_key="empty")
try:
# HTML ์ฝ๋ ๋ธ๋ก ํ์ธ
if '```html' in query and '```' in query:
# HTML ์ฝ๋ ๋ธ๋ก ์ถ์ถ
code = remove_code_block(query)
else:
# ์
๋ ฅ๋ ํ
์คํธ๋ฅผ ๊ทธ๋๋ก ์ฝ๋๋ก ์ฌ์ฉ
code = query.strip()
return send_to_sandbox(code), gr.update(active_key="render")
except Exception as e:
print(f"Error executing code: {str(e)}")
return None, gr.update(active_key="empty")
# ์ด๋ฒคํธ ํธ๋ค๋ฌ๋ค
execute_btn.click(
fn=execute_code,
inputs=[input],
outputs=[sandbox, state_tab]
)
codeBtn.click(lambda: gr.update(open=True),
inputs=[], outputs=[code_drawer])
code_drawer.close(lambda: gr.update(
open=False), inputs=[], outputs=[code_drawer])
historyBtn.click(history_render, inputs=[history], outputs=[history_drawer, history_output])
history_drawer.close(lambda: gr.update(
open=False), inputs=[], outputs=[history_drawer])
btn.click(
generation_code,
inputs=[input, setting, history],
outputs=[code_output, history, sandbox, state_tab, code_drawer]
)
clear_btn.click(clear_history, inputs=[], outputs=[history])
if __name__ == "__main__":
demo.queue(default_concurrency_limit=20).launch(ssr_mode=False) |